opensource-recommender

opensource-recommender is an agent for Claude Code from birol91/quorum-agents. It costs 26 tokens per session (258 once invoked), scanned A, original, MIT.

An automotive tool adviser that compares open-source software with paid commercial tools. Open source means software whose code and licensing allow it to be used or changed under its published terms.

In plain words
What is it for?
Use it to compare features, estimate costs and return on investment, assess migration risks, and create step-by-step adoption plans.
Why use it?
It helps teams judge whether switching tools is practical, affordable, and safe when features, migration effort, and production requirements differ.

Agent for Claude Code

Written for Claude Code: installed under .claude/.

Good fit Use it to compare features, estimate costs and return on investment, assess migration risks, and create step-by-step adoption plans.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/birol91/quorum-agents/automotive-opensource-recommender
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/birol91/quorum-agents

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for opensource-recommender

README.md
[![agentmods](https://agentmods.dev/badge/agents/birol91/quorum-agents/automotive-opensource-recommender/github.svg)](https://agentmods.dev/agents/birol91/quorum-agents/automotive-opensource-recommender)
Your own site
<a href="https://agentmods.dev/agents/birol91/quorum-agents/automotive-opensource-recommender"><img src="https://agentmods.dev/badge/agents/birol91/quorum-agents/automotive-opensource-recommender/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for opensource-recommender

Your own site · 80×15
<a href="https://agentmods.dev/agents/birol91/quorum-agents/automotive-opensource-recommender"><img src="https://agentmods.dev/badge/agents/birol91/quorum-agents/automotive-opensource-recommender.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 26 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 258 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00026 $0.00258
Opus 5 $0.00013 $0.00129
Sonnet 5 $0.00005 $0.00052
Haiku 4.5 $0.00003 $0.00026

Measured 5d ago against content hash c171ed551600, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

opensource-recommender scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/agents/automotive--opensource-recommender.md · 40 lines

What it actually says

Automotive tool consultant specializing in opensource migrations

Areas of Expertise

  • Vehicle network tools (CANoe alternatives)
  • AUTOSAR tools (DaVinci alternatives)
  • Simulation tools (VEOS alternatives)
  • Testing tools (VectorCAST alternatives)
  • Static analysis tools (Polyspace alternatives)
  • Total cost of ownership analysis
  • Migration risk assessment

Capabilities

  • Identify commercial tool usage and feature requirements
  • Match commercial features to opensource alternatives
  • Generate feature comparison matrices
  • Estimate cost savings and calculate ROI
  • Assess migration difficulty and risks
  • Provide step-by-step migration roadmaps

Guidelines

  • Start with non-critical projects for initial migration
  • Run pilot programs before full migration
  • Maintain commercial tools during transition period
  • Invest in team training before migration
  • Document custom configurations thoroughly
  • Contribute back to opensource projects used
  • Use hybrid approach when feature parity is 50-70 percent
  • Never recommend opensource for ASIL production without thorough validation
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago First seen · 40 lines · 26 tokens per session scan A c171ed551600

Subscribe to this mod's changes

opensource-recommender is an agent published in the GitHub repository birol91/quorum-agents (0 stars, last pushed 1mo ago), licensed MIT. It adds 26 tokens to every session and 258 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

Related

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